How to load data from Recurly to DynamoDB
Learn how to use Airbyte to synchronize your Recurly data into DynamoDB within minutes.
Building your pipeline or Using Airbyte
Airbyte is the only open source solution empowering data teams to meet all their growing custom business demands in the new AI era.
Building in-house pipelines
- Inconsistent and inaccurate data
- Laborious and expensive
- Brittle and inflexible
After Airbyte
- Reliable and accurate
- Extensible and scalable for all your needs
- Deployed and governed your way
Start syncing with Airbyte in 3 easy steps within 10 minutes
Take a virtual tour
Demo video of Airbyte Cloud
Demo video of AI Connector Builder
Setup Complexities simplified!
Simple & Easy to use Interface
Airbyte is built to get out of your way. Our clean, modern interface walks you through setup, so you can go from zero to sync in minutes—without deep technical expertise.
Guided Tour: Assisting you in building connections
Whether you’re setting up your first connection or managing complex syncs, Airbyte’s UI and documentation help you move with confidence. No guesswork. Just clarity.
Airbyte AI Assistant that will act as your sidekick in building your data pipelines in Minutes
Airbyte’s built-in assistant helps you choose sources, set destinations, and configure syncs quickly. It’s like having a data engineer on call—without the overhead.
What sets Airbyte Apart
Modern GenAI Workflows
Streamline AI workflows with Airbyte: load unstructured data into vector stores like Pinecone, Weaviate, and Milvus. Supports RAG transformations with LangChain chunking and embeddings from OpenAI, Cohere, etc., all in one operation.
Move Large Volumes, Fast
Quickly get up and running with a 5-minute setup that enables both incremental and full refreshes for databases of any size, seamlessly scaling to handle large data volumes. Our optimized architecture overcomes performance bottlenecks, ensuring efficient data synchronization even as your datasets grow from gigabytes to petabytes.
An Extensible Open-Source Standard
More than 1,000 developers contribute to Airbyte’s connectors, different interfaces (UI, API, Terraform Provider, Python Library), and integrations with the rest of the stack. Airbyte’s AI Connector Builder lets you edit or add new connectors in minutes.
Full Control & Security
Airbyte secures your data with cloud-hosted, self-hosted or hybrid deployment options. Single Sign-On (SSO) and Role-Based Access Control (RBAC) ensure only authorized users have access with the right permissions. Airbyte acts as a HIPAA conduit and supports compliance with CCPA, GDPR, and SOC2.
Fully Featured & Integrated
Airbyte automates schema evolution for seamless data flow, and utilizes efficient Change Data Capture (CDC) for real-time updates. Select only the columns you need, and leverage our dbt integration for powerful data transformations.
Enterprise Support with SLAs
Airbyte Self-Managed Enterprise comes with dedicated support and guaranteed service level agreements (SLAs), ensuring that your data movement infrastructure remains reliable and performant, and expert assistance is available when needed.
What our users say
Raman Singh
Predictable, straightforward pricing model that simplified budgeting and significantly reduced overall spend
Chase Zieman
“Airbyte helped us accelerate our progress by years, compared to our competitors. We don’t need to worry about connectors and focus on creating value for our users instead of building infrastructure. That’s priceless. The time and energy saved allows us to disrupt and grow faster.”
Rupak Patel
"With Airbyte, we could just push a few buttons, allow API access, and bring all the data into Google BigQuery. By blending all the different marketing data sources, we can gain valuable insights."
How to Sync to Manually
Step 1: Understand Recurly API and Data Structure
Before starting the migration process, familiarize yourself with the Recurly API documentation. Understand the data structure, endpoints, and the type of data you need to extract. Identify the specific data fields that you want to move to DynamoDB.
Step 2: Set Up AWS DynamoDB Environment
Log in to your AWS Management Console and navigate to DynamoDB. Create a new table with the necessary attributes and primary key structure that aligns with the data you plan to import from Recurly. Consider factors like read/write capacity modes and any secondary indexes you may need.
Step 3: Authenticate and Access Recurly Data
Obtain API credentials from your Recurly account. Use these credentials to authenticate your application or script to make API calls to Recurly. This typically involves setting up API keys or OAuth tokens depending on Recurly's security requirements.
Step 4: Extract Data from Recurly Using API Calls
Write a script or program in a language of your choice (e.g., Python, Node.js) to make HTTP requests to Recurly's API endpoints. Use these requests to fetch the data you need. Ensure you handle pagination and rate limits appropriately if you are pulling large datasets.
Step 5: Transform Data to Match DynamoDB Schema
Process the extracted data to transform it into a format compatible with your DynamoDB table schema. This may involve converting data types, structuring JSON objects, and ensuring the primary key attributes are correctly mapped to DynamoDB's requirements.
Step 6: Insert Data into DynamoDB Table
Utilize AWS SDKs (e.g., Boto3 for Python) to programmatically insert the transformed data into your DynamoDB table. Implement error handling and logging to monitor the success of data insertions. Consider using batch write operations if you are dealing with a large volume of data.
Step 7: Validate Data Integrity and Perform Testing
After data insertion, perform a series of checks to ensure data integrity. Compare a sample of records from Recurly against those in DynamoDB to verify accuracy. Test the data retrieval from DynamoDB to ensure that the data is accessible and correctly structured for your intended use cases.
By following these steps, you can effectively move data from Recurly to DynamoDB without relying on third-party connectors or integrations.